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Research on the Gaze Direction of Head-Eye Data Fusion Cover

Research on the Gaze Direction of Head-Eye Data Fusion

International Journal of Advanced Network, Monitoring and Controls
Volume 6 (2021): Issue 4 (January 2021)
By: Xin Xu and  Changyuan Wang  
Open Access
|May 2023
Figures & tables

Figures & Tables

Figure 1

Flight simulation platform

Figure 2

Spatial coordinates of head movement measurement (neck origin)

Figure 3

Xsens® MTi-G motion sensor used in the article

Figure 4

Schematic diagram of particle motion in space

Figure 5

Experiment process of head movement measurement based on motion sensor

Figure 6

Eye movement measurement plane coordinates (origin of nose tip)

Figure 7

Pupil reflectance curve at different wavelengths

Figure 8

Comparison of pupil imaging between RGB camera and infrared camera

Figure 9

Technical route

Figure 10

Model training process

Figure 11

Training set collection process

Figure 12

Data collection diagram

Figure 13

Part of the data set display

Figure 14

Facial feature recognition

Figure 15

Eye area feature map

Figure 16

Accuracy comparison chart

Figure 17

Pupil-Pulchin spot image recognition

Figure 18

Loss curve

Figure 19

Confusion matrix
DOI: https://doi.org/10.21307/ijanmc-2021-031 | Journal eISSN: 2470-8038
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Language: English
Page range: 1 - 11
Published on: May 21, 2023
Published by: Xi’an Technological University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Head Pose Estimation,
Pupil Center Detection,
Line of Sight Direction,
Data Fusion,
Neural Network
Related subjects:
Computer sciences,
Computer sciences, other

© 2023 Xin Xu, Changyuan Wang, published by Xi’an Technological University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Volume 6 (2021): Issue 4 (January 2021)
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